Why wouldn't people learn to spot it when the government does it? And I don't know if your argument follows - people clearly either don't know or don't care about the rise of Facebook false reporting.
How do people learn better: lots and lots of practice with varying levels of quality and published examples, or against a single powerful adversary that's trying to conceal what they are doing?